In: Statistics and Probability
Consider the hypotheses shown below. Given that x overbarequals57, sigmaequals13, nequals35, alphaequals0.10, complete parts a and b. Upper H 0: muless than or equals54 Upper H 1: mugreater than54
GIVEN:
Sample size
Sample mean
Population standard deviation
HYPOTHESIS:
The hypothesis is given by,
(That is, the true population mean is less than or equal to
54.)
(That is, the true population mean is greater than 54.)
LEVEL OF SIGNIFICANCE:
TEST STATISTIC:
which follows standard normal distribution.
CALCULATION:
CRITICAL VALUE:
The right tailed (since )
z critical value at significance level
is
.
DECISION RULE:
CONCLUSION:
Since the calculated z test statistic (1.37) is greater than the z critical value (1.28), we reject the null hypothesis and conclude that the true population mean is greater than 54.
P VALUE:
The right tailed p value for the
test statistic is,
{Since
}
Using the z table, the probability value is the value with corresponding row 1.3 and column 0.07.
DECISION RULE:
CONCLUSION:
Since the calculated p value
(0.0853) is less than the significance level , we
reject the null hypothesis and conclude that the true population
mean is greater than 54.